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About 11 results for "UCtAcpQcYerN8xxZJYTfWBMw"

Featured Results

Titans: Learning to Memorize at Test Time
PT56M15S

Titans: Learning to Memorize at Test Time

Umar JamilJan 26, 2025

10k

Direct Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, math
PT48M46S

Direct Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, math

Umar JamilApr 14, 2024

26k

Reinforcement Learning from Human Feedback explained with math derivations and the PyTorch code.
PT2H15M13S

Reinforcement Learning from Human Feedback explained with math derivations and the PyTorch code.

Umar JamilFeb 27, 2024

50k

Mistral / Mixtral Explained: Sliding Window Attention, Sparse Mixture of Experts, Rolling Buffer
PT1H26M21S

Mistral / Mixtral Explained: Sliding Window Attention, Sparse Mixture of Experts, Rolling Buffer

Umar JamilDec 27, 2023

35k

Distributed Training with PyTorch: complete tutorial with cloud infrastructure and code
PT1H12M53S

Distributed Training with PyTorch: complete tutorial with cloud infrastructure and code

Umar JamilDec 19, 2023

27k

Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW)
PT49M24S

Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW)

Umar JamilNov 27, 2023

74k

BERT explained: Training, Inference,  BERT vs GPT/LLamA, Fine tuning, [CLS] token
PT54M52S

BERT explained: Training, Inference, BERT vs GPT/LLamA, Fine tuning, [CLS] token

Umar JamilOct 26, 2023

63k

LLaMA explained: KV-Cache, Rotary Positional Embedding, RMS Norm, Grouped Query Attention, SwiGLU
PT1H10M55S

LLaMA explained: KV-Cache, Rotary Positional Embedding, RMS Norm, Grouped Query Attention, SwiGLU

Umar JamilAug 24, 2023

95k

LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch
PT26M55S

LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch

Umar JamilJul 25, 2023

39k

Variational Autoencoder - Model, ELBO, loss function and maths explained easily!
PT27M12S

Variational Autoencoder - Model, ELBO, loss function and maths explained easily!

Umar JamilJun 7, 2023

51k

Coding a Transformer from scratch on PyTorch, with full explanation, training and inference.
PT2H59M24S

Coding a Transformer from scratch on PyTorch, with full explanation, training and inference.

Umar JamilMay 25, 2023

285k

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